Run
544137

Run 544137

Task 7316 (Supervised Data Stream Classification) vehicleNorm Uploaded 30-03-2016 by Jan van Rijn
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Flow

moa.BlastDecayed(1)Moa implementation of BlastDecayed
moa.BlastDecayed(1)_a0.999
moa.BlastDecayed(1)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingTree,trees.RandomHoeffdingTree
moa.BlastDecayed(1)_g1
moa.BlastDecayed(1)_k3
moa.BlastDecayed(1)_ptrue

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.8859
Per class
Confusion matrix
F measure
0.852
Per class
Kappa
0.7054
KB relative information score
67269.5492
Mean absolute error
0.1602
Mean prior absolute error
0.5
Number of instances
98528
Per class
Precision
0.8598
Per class
Predictive accuracy
0.8527
Prior entropy
1
Recall
0.8527
Per class
Relative absolute error
0.3204
Root mean prior squared error
0.5
Root mean squared error
0.3567
Root relative squared error
0.7134